Research Article

Generating Point Cloud from Measurements and Shapes Based on Convolutional Neural Network: An Application for Building 3D Human Model

Table 5

Average training and testing time on both datasets.

PartTrain (s)Test a sample (s)

Torso (primary × 6)4740.013
Torso (all)14840.121
Arm (primary × 10)5400.032
Arm (all)1330.098
Leg (primary × 12)7800.035
Leg (all)7640.108
Total41750.407